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Another area where granular loss is critical is data management. With the exponential growth of data in today’s digital landscape, organizations face the challenge of maintaining data integrity. Small data inaccuracies or inconsistencies can lead to poor decision-making and lost opportunities. For example, a slight error in customer information may disrupt targeted marketing campaigns, leading to a significant loss in revenue. Utilizing data validation techniques and employing robust data governance frameworks are essential strategies to combat granular loss in this domain.
granular loss

2. Labor Costs Labor costs can significantly affect the overall price to install asphalt shingles. On average, homeowners can expect to pay between $100 to $150 per square for installation. However, this can vary depending on the region, the roofing contractor’s experience, and the complexity of the job. Roofers might charge more for steep roofs or intricate designs that require additional skill and safety precautions.